Overview
Brought to you by YData
Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 400 |
| Missing cells | 704 |
| Missing cells (%) | 6.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 81.4 KiB |
| Average record size in memory | 208.3 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 7 |
| Boolean | 5 |
al is highly overall correlated with classification and 8 other fields | High correlation |
ane is highly overall correlated with hemo and 1 other fields | High correlation |
bgr is highly overall correlated with dm and 1 other fields | High correlation |
bu is highly overall correlated with hemo and 2 other fields | High correlation |
classification is highly overall correlated with al and 8 other fields | High correlation |
dm is highly overall correlated with bgr and 5 other fields | High correlation |
hemo is highly overall correlated with al and 11 other fields | High correlation |
htn is highly overall correlated with al and 6 other fields | High correlation |
id is highly overall correlated with al and 7 other fields | High correlation |
pc is highly overall correlated with al and 2 other fields | High correlation |
pcc is highly overall correlated with pc | High correlation |
pcv is highly overall correlated with al and 8 other fields | High correlation |
rbc is highly overall correlated with al and 2 other fields | High correlation |
rc is highly overall correlated with classification and 3 other fields | High correlation |
sc is highly overall correlated with al and 4 other fields | High correlation |
sg is highly overall correlated with classification | High correlation |
sod is highly overall correlated with al and 1 other fields | High correlation |
su is highly overall correlated with bgr and 1 other fields | High correlation |
pcc is highly imbalanced (51.2%) | Imbalance |
ba is highly imbalanced (69.0%) | Imbalance |
cad is highly imbalanced (57.9%) | Imbalance |
age has 9 (2.2%) missing values | Missing |
bp has 12 (3.0%) missing values | Missing |
sg has 47 (11.8%) missing values | Missing |
al has 46 (11.5%) missing values | Missing |
su has 49 (12.2%) missing values | Missing |
rbc has 152 (38.0%) missing values | Missing |
pc has 65 (16.2%) missing values | Missing |
bgr has 44 (11.0%) missing values | Missing |
bu has 19 (4.8%) missing values | Missing |
sc has 17 (4.2%) missing values | Missing |
sod has 87 (21.8%) missing values | Missing |
pot has 88 (22.0%) missing values | Missing |
hemo has 52 (13.0%) missing values | Missing |
id is uniformly distributed | Uniform |
id has unique values | Unique |
al has 199 (49.8%) zeros | Zeros |
su has 290 (72.5%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-24 06:38:00.293257 |
|---|---|
| Analysis finished | 2025-06-24 06:38:56.041147 |
| Duration | 55.75 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
id
Real number (ℝ)
High correlation  Uniform  Unique 
| Distinct | 400 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 199.5 |
| Minimum | 0 |
|---|---|
| Maximum | 399 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19.95 |
| Q1 | 99.75 |
| median | 199.5 |
| Q3 | 299.25 |
| 95-th percentile | 379.05 |
| Maximum | 399 |
| Range | 399 |
| Interquartile range (IQR) | 199.5 |
Descriptive statistics
| Standard deviation | 115.6143 |
|---|---|
| Coefficient of variation (CV) | 0.57952031 |
| Kurtosis | -1.2 |
| Mean | 199.5 |
| Median Absolute Deviation (MAD) | 100 |
| Skewness | 0 |
| Sum | 79800 |
| Variance | 13366.667 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 263 | 1 | 0.2% |
| 273 | 1 | 0.2% |
| 272 | 1 | 0.2% |
| 271 | 1 | 0.2% |
| 270 | 1 | 0.2% |
| 269 | 1 | 0.2% |
| 268 | 1 | 0.2% |
| 267 | 1 | 0.2% |
| 266 | 1 | 0.2% |
| Other values (390) | 390 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 399 | 1 | |
| 398 | 1 | |
| 397 | 1 | |
| 396 | 1 | |
| 395 | 1 | |
| 394 | 1 | |
| 393 | 1 | |
| 392 | 1 | |
| 391 | 1 | |
| 390 | 1 |
age
Real number (ℝ)
Missing 
| Distinct | 76 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 9 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.483376 |
| Minimum | 2 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 42 |
| median | 55 |
| Q3 | 64.5 |
| 95-th percentile | 74.5 |
| Maximum | 90 |
| Range | 88 |
| Interquartile range (IQR) | 22.5 |
Descriptive statistics
| Standard deviation | 17.169714 |
|---|---|
| Coefficient of variation (CV) | 0.33350016 |
| Kurtosis | 0.057840495 |
| Mean | 51.483376 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.66825947 |
| Sum | 20130 |
| Variance | 294.79908 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 19 | 4.8% |
| 65 | 17 | 4.2% |
| 48 | 12 | 3.0% |
| 50 | 12 | 3.0% |
| 55 | 12 | 3.0% |
| 47 | 11 | 2.8% |
| 56 | 10 | 2.5% |
| 59 | 10 | 2.5% |
| 45 | 10 | 2.5% |
| 54 | 10 | 2.5% |
| Other values (66) | 268 |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.2% |
| 3 | 1 | 0.2% |
| 4 | 1 | 0.2% |
| 5 | 2 | |
| 6 | 1 | 0.2% |
| 7 | 1 | 0.2% |
| 8 | 3 | |
| 11 | 1 | 0.2% |
| 12 | 2 | |
| 14 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 90 | 1 | 0.2% |
| 83 | 1 | 0.2% |
| 82 | 1 | 0.2% |
| 81 | 1 | 0.2% |
| 80 | 4 | |
| 79 | 1 | 0.2% |
| 78 | 1 | 0.2% |
| 76 | 5 | |
| 75 | 5 | |
| 74 | 3 |
bp
Real number (ℝ)
Missing 
| Distinct | 11 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 12 |
| Missing (%) | 3.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.082474 |
| Minimum | 0 |
|---|---|
| Maximum | 180 |
| Zeros | 2 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 70 |
| median | 80 |
| Q3 | 80 |
| 95-th percentile | 100 |
| Maximum | 180 |
| Range | 180 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 14.736739 |
|---|---|
| Coefficient of variation (CV) | 0.19369427 |
| Kurtosis | 9.520002 |
| Mean | 76.082474 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.63877298 |
| Sum | 29520 |
| Variance | 217.17147 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 115 | |
| 70 | 111 | |
| 60 | 71 | |
| 90 | 53 | |
| 100 | 25 | 6.2% |
| 50 | 5 | 1.2% |
| 110 | 3 | 0.8% |
| 0 | 2 | 0.5% |
| 140 | 1 | 0.2% |
| 180 | 1 | 0.2% |
| (Missing) | 12 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.5% |
| 50 | 5 | 1.2% |
| 60 | 71 | |
| 70 | 111 | |
| 80 | 115 | |
| 90 | 53 | |
| 100 | 25 | 6.2% |
| 110 | 3 | 0.8% |
| 120 | 1 | 0.2% |
| 140 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 180 | 1 | 0.2% |
| 140 | 1 | 0.2% |
| 120 | 1 | 0.2% |
| 110 | 3 | 0.8% |
| 100 | 25 | 6.2% |
| 90 | 53 | |
| 80 | 115 | |
| 70 | 111 | |
| 60 | 71 | |
| 50 | 5 | 1.2% |
sg
Categorical
High correlation  Missing 
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 47 |
| Missing (%) | 11.8% |
| Memory size | 3.3 KiB |
| 1.02 | |
|---|---|
| 1.01 | |
| 1.025 | |
| 1.015 | |
| 1.005 | 7 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.4617564 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.02 |
|---|---|
| 2nd row | 1.02 |
| 3rd row | 1.01 |
| 4th row | 1.005 |
| 5th row | 1.01 |
Common Values
| Value | Count | Frequency (%) |
| 1.02 | 106 | |
| 1.01 | 84 | |
| 1.025 | 81 | |
| 1.015 | 75 | |
| 1.005 | 7 | 1.8% |
| (Missing) | 47 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.02 | 106 | |
| 1.01 | 84 | |
| 1.025 | 81 | |
| 1.015 | 75 | |
| 1.005 | 7 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 512 | |
| 0 | 360 | |
| . | 353 | |
| 2 | 187 | 11.9% |
| 5 | 163 | 10.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1575 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 512 | |
| 0 | 360 | |
| . | 353 | |
| 2 | 187 | 11.9% |
| 5 | 163 | 10.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1575 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 512 | |
| 0 | 360 | |
| . | 353 | |
| 2 | 187 | 11.9% |
| 5 | 163 | 10.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1575 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 512 | |
| 0 | 360 | |
| . | 353 | |
| 2 | 187 | 11.9% |
| 5 | 163 | 10.3% |
al
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 46 |
| Missing (%) | 11.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0169492 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 199 |
| Zeros (%) | 49.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.3526789 |
|---|---|
| Coefficient of variation (CV) | 1.3301343 |
| Kurtosis | -0.3833766 |
| Mean | 1.0169492 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.99815724 |
| Sum | 360 |
| Variance | 1.8297402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 199 | |
| 1 | 44 | 11.0% |
| 2 | 43 | 10.8% |
| 3 | 43 | 10.8% |
| 4 | 24 | 6.0% |
| 5 | 1 | 0.2% |
| (Missing) | 46 | 11.5% |
| Value | Count | Frequency (%) |
| 0 | 199 | |
| 1 | 44 | 11.0% |
| 2 | 43 | 10.8% |
| 3 | 43 | 10.8% |
| 4 | 24 | 6.0% |
| 5 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.2% |
| 4 | 24 | 6.0% |
| 3 | 43 | 10.8% |
| 2 | 43 | 10.8% |
| 1 | 44 | 11.0% |
| 0 | 199 |
su
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 49 |
| Missing (%) | 12.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.45014245 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 290 |
| Zeros (%) | 72.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.0991913 |
|---|---|
| Coefficient of variation (CV) | 2.4418742 |
| Kurtosis | 5.055348 |
| Mean | 0.45014245 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.4642618 |
| Sum | 158 |
| Variance | 1.2082214 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 290 | |
| 2 | 18 | 4.5% |
| 3 | 14 | 3.5% |
| 4 | 13 | 3.2% |
| 1 | 13 | 3.2% |
| 5 | 3 | 0.8% |
| (Missing) | 49 | 12.2% |
| Value | Count | Frequency (%) |
| 0 | 290 | |
| 1 | 13 | 3.2% |
| 2 | 18 | 4.5% |
| 3 | 14 | 3.5% |
| 4 | 13 | 3.2% |
| 5 | 3 | 0.8% |
| Value | Count | Frequency (%) |
| 5 | 3 | 0.8% |
| 4 | 13 | 3.2% |
| 3 | 14 | 3.5% |
| 2 | 18 | 4.5% |
| 1 | 13 | 3.2% |
| 0 | 290 |
rbc
Categorical
High correlation  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 152 |
| Missing (%) | 38.0% |
| Memory size | 3.3 KiB |
| normal | |
|---|---|
| abnormal |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.3790323 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | normal |
|---|---|
| 2nd row | normal |
| 3rd row | normal |
| 4th row | normal |
| 5th row | normal |
Common Values
| Value | Count | Frequency (%) |
| normal | 201 | |
| abnormal | 47 | 11.8% |
| (Missing) | 152 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| normal | 201 | |
| abnormal | 47 | 19.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 295 | |
| n | 248 | |
| o | 248 | |
| r | 248 | |
| m | 248 | |
| l | 248 | |
| b | 47 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1582 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 295 | |
| n | 248 | |
| o | 248 | |
| r | 248 | |
| m | 248 | |
| l | 248 | |
| b | 47 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1582 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 295 | |
| n | 248 | |
| o | 248 | |
| r | 248 | |
| m | 248 | |
| l | 248 | |
| b | 47 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1582 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 295 | |
| n | 248 | |
| o | 248 | |
| r | 248 | |
| m | 248 | |
| l | 248 | |
| b | 47 | 3.0% |
pc
Categorical
High correlation  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 65 |
| Missing (%) | 16.2% |
| Memory size | 3.3 KiB |
| normal | |
|---|---|
| abnormal |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.4537313 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | normal |
|---|---|
| 2nd row | normal |
| 3rd row | normal |
| 4th row | abnormal |
| 5th row | normal |
Common Values
| Value | Count | Frequency (%) |
| normal | 259 | |
| abnormal | 76 | 19.0% |
| (Missing) | 65 | 16.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| normal | 259 | |
| abnormal | 76 | 22.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 411 | |
| n | 335 | |
| o | 335 | |
| r | 335 | |
| m | 335 | |
| l | 335 | |
| b | 76 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2162 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 411 | |
| n | 335 | |
| o | 335 | |
| r | 335 | |
| m | 335 | |
| l | 335 | |
| b | 76 | 3.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2162 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 411 | |
| n | 335 | |
| o | 335 | |
| r | 335 | |
| m | 335 | |
| l | 335 | |
| b | 76 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2162 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 411 | |
| n | 335 | |
| o | 335 | |
| r | 335 | |
| m | 335 | |
| l | 335 | |
| b | 76 | 3.5% |
pcc
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 4 |
| Missing (%) | 1.0% |
| Memory size | 3.3 KiB |
| notpresent | |
|---|---|
| present |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.6818182 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | notpresent |
|---|---|
| 2nd row | notpresent |
| 3rd row | notpresent |
| 4th row | present |
| 5th row | notpresent |
Common Values
| Value | Count | Frequency (%) |
| notpresent | 354 | |
| present | 42 | 10.5% |
| (Missing) | 4 | 1.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| notpresent | 354 | |
| present | 42 | 10.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 750 | |
| t | 750 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 354 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3834 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 750 | |
| t | 750 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 354 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3834 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 750 | |
| t | 750 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 354 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3834 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 750 | |
| t | 750 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 354 |
ba
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 4 |
| Missing (%) | 1.0% |
| Memory size | 3.3 KiB |
| notpresent | |
|---|---|
| present | 22 |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.8333333 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | notpresent |
|---|---|
| 2nd row | notpresent |
| 3rd row | notpresent |
| 4th row | notpresent |
| 5th row | notpresent |
Common Values
| Value | Count | Frequency (%) |
| notpresent | 374 | |
| present | 22 | 5.5% |
| (Missing) | 4 | 1.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| notpresent | 374 | |
| present | 22 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 770 | |
| t | 770 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 374 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3894 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 770 | |
| t | 770 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 374 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3894 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 770 | |
| t | 770 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 374 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3894 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 770 | |
| t | 770 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 374 |
bgr
Real number (ℝ)
High correlation  Missing 
| Distinct | 146 |
|---|---|
| Distinct (%) | 41.0% |
| Missing | 44 |
| Missing (%) | 11.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 148.03652 |
| Minimum | 22 |
|---|---|
| Maximum | 490 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 78.75 |
| Q1 | 99 |
| median | 121 |
| Q3 | 163 |
| 95-th percentile | 307.25 |
| Maximum | 490 |
| Range | 468 |
| Interquartile range (IQR) | 64 |
Descriptive statistics
| Standard deviation | 79.281714 |
|---|---|
| Coefficient of variation (CV) | 0.53555512 |
| Kurtosis | 4.2255936 |
| Mean | 148.03652 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 2.0107732 |
| Sum | 52701 |
| Variance | 6285.5902 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 10 | 2.5% |
| 93 | 9 | 2.2% |
| 100 | 9 | 2.2% |
| 107 | 8 | 2.0% |
| 131 | 6 | 1.5% |
| 140 | 6 | 1.5% |
| 109 | 6 | 1.5% |
| 92 | 6 | 1.5% |
| 117 | 6 | 1.5% |
| 130 | 6 | 1.5% |
| Other values (136) | 284 | |
| (Missing) | 44 | 11.0% |
| Value | Count | Frequency (%) |
| 22 | 1 | 0.2% |
| 70 | 5 | |
| 74 | 3 | |
| 75 | 2 | 0.5% |
| 76 | 4 | |
| 78 | 3 | |
| 79 | 3 | |
| 80 | 2 | 0.5% |
| 81 | 3 | |
| 82 | 3 |
| Value | Count | Frequency (%) |
| 490 | 2 | |
| 463 | 1 | |
| 447 | 1 | |
| 425 | 1 | |
| 424 | 2 | |
| 423 | 1 | |
| 415 | 1 | |
| 410 | 1 | |
| 380 | 1 | |
| 360 | 2 |
bu
Real number (ℝ)
High correlation  Missing 
| Distinct | 118 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 19 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.425722 |
| Minimum | 1.5 |
|---|---|
| Maximum | 391 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 27 |
| median | 42 |
| Q3 | 66 |
| 95-th percentile | 162 |
| Maximum | 391 |
| Range | 389.5 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 50.503006 |
|---|---|
| Coefficient of variation (CV) | 0.87944921 |
| Kurtosis | 9.3452886 |
| Mean | 57.425722 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 2.6343745 |
| Sum | 21879.2 |
| Variance | 2550.5536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 46 | 15 | 3.8% |
| 25 | 13 | 3.2% |
| 19 | 11 | 2.8% |
| 40 | 10 | 2.5% |
| 15 | 9 | 2.2% |
| 48 | 9 | 2.2% |
| 50 | 9 | 2.2% |
| 18 | 9 | 2.2% |
| 32 | 8 | 2.0% |
| 49 | 8 | 2.0% |
| Other values (108) | 280 | |
| (Missing) | 19 | 4.8% |
| Value | Count | Frequency (%) |
| 1.5 | 1 | 0.2% |
| 10 | 2 | 0.5% |
| 15 | 9 | |
| 16 | 7 | |
| 17 | 7 | |
| 18 | 9 | |
| 19 | 11 | |
| 20 | 7 | |
| 21 | 1 | 0.2% |
| 22 | 6 |
| Value | Count | Frequency (%) |
| 391 | 1 | |
| 322 | 1 | |
| 309 | 1 | |
| 241 | 1 | |
| 235 | 1 | |
| 223 | 1 | |
| 219 | 1 | |
| 217 | 1 | |
| 215 | 1 | |
| 208 | 1 |
sc
Real number (ℝ)
High correlation  Missing 
| Distinct | 84 |
|---|---|
| Distinct (%) | 21.9% |
| Missing | 17 |
| Missing (%) | 4.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0724543 |
| Minimum | 0.4 |
|---|---|
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0.4 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.9 |
| median | 1.3 |
| Q3 | 2.8 |
| 95-th percentile | 11.89 |
| Maximum | 76 |
| Range | 75.6 |
| Interquartile range (IQR) | 1.9 |
Descriptive statistics
| Standard deviation | 5.7411261 |
|---|---|
| Coefficient of variation (CV) | 1.8685798 |
| Kurtosis | 79.304345 |
| Mean | 3.0724543 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 7.5095383 |
| Sum | 1176.75 |
| Variance | 32.960529 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.2 | 40 | 10.0% |
| 1.1 | 24 | 6.0% |
| 0.5 | 23 | 5.8% |
| 1 | 23 | 5.8% |
| 0.9 | 22 | 5.5% |
| 0.7 | 22 | 5.5% |
| 0.6 | 18 | 4.5% |
| 0.8 | 17 | 4.2% |
| 2.2 | 10 | 2.5% |
| 1.5 | 9 | 2.2% |
| Other values (74) | 175 | |
| (Missing) | 17 | 4.2% |
| Value | Count | Frequency (%) |
| 0.4 | 1 | 0.2% |
| 0.5 | 23 | |
| 0.6 | 18 | |
| 0.7 | 22 | |
| 0.8 | 17 | |
| 0.9 | 22 | |
| 1 | 23 | |
| 1.1 | 24 | |
| 1.2 | 40 | |
| 1.3 | 8 | 2.0% |
| Value | Count | Frequency (%) |
| 76 | 1 | |
| 48.1 | 1 | |
| 32 | 1 | |
| 24 | 1 | |
| 18.1 | 1 | |
| 18 | 1 | |
| 16.9 | 1 | |
| 16.4 | 1 | |
| 15.2 | 1 | |
| 15 | 1 |
sod
Real number (ℝ)
High correlation  Missing 
| Distinct | 34 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 87 |
| Missing (%) | 21.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.52875 |
| Minimum | 4.5 |
|---|---|
| Maximum | 163 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 4.5 |
|---|---|
| 5-th percentile | 125 |
| Q1 | 135 |
| median | 138 |
| Q3 | 142 |
| 95-th percentile | 150 |
| Maximum | 163 |
| Range | 158.5 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 10.408752 |
|---|---|
| Coefficient of variation (CV) | 0.075684188 |
| Kurtosis | 85.53437 |
| Mean | 137.52875 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -6.9965686 |
| Sum | 43046.5 |
| Variance | 108.34212 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 135 | 40 | |
| 140 | 25 | 6.2% |
| 141 | 22 | 5.5% |
| 139 | 21 | 5.2% |
| 142 | 20 | 5.0% |
| 138 | 20 | 5.0% |
| 137 | 19 | 4.8% |
| 150 | 17 | 4.2% |
| 136 | 17 | 4.2% |
| 147 | 13 | 3.2% |
| Other values (24) | 99 | |
| (Missing) | 87 |
| Value | Count | Frequency (%) |
| 4.5 | 1 | 0.2% |
| 104 | 1 | 0.2% |
| 111 | 1 | 0.2% |
| 113 | 2 | |
| 114 | 2 | |
| 115 | 1 | 0.2% |
| 120 | 2 | |
| 122 | 2 | |
| 124 | 3 | |
| 125 | 2 |
| Value | Count | Frequency (%) |
| 163 | 1 | 0.2% |
| 150 | 17 | |
| 147 | 13 | |
| 146 | 10 | 2.5% |
| 145 | 11 | |
| 144 | 9 | 2.2% |
| 143 | 4 | 1.0% |
| 142 | 20 | |
| 141 | 22 | |
| 140 | 25 |
pot
Real number (ℝ)
Missing 
| Distinct | 40 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 88 |
| Missing (%) | 22.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6272436 |
| Minimum | 2.5 |
|---|---|
| Maximum | 47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 2.5 |
|---|---|
| 5-th percentile | 3.4 |
| Q1 | 3.8 |
| median | 4.4 |
| Q3 | 4.9 |
| 95-th percentile | 5.7 |
| Maximum | 47 |
| Range | 44.5 |
| Interquartile range (IQR) | 1.1 |
Descriptive statistics
| Standard deviation | 3.1939042 |
|---|---|
| Coefficient of variation (CV) | 0.69023904 |
| Kurtosis | 142.50591 |
| Mean | 4.6272436 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 11.582956 |
| Sum | 1443.7 |
| Variance | 10.201024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.5 | 30 | 7.5% |
| 5 | 30 | 7.5% |
| 4.9 | 27 | 6.8% |
| 4.7 | 17 | 4.2% |
| 4.8 | 16 | 4.0% |
| 4 | 14 | 3.5% |
| 4.1 | 14 | 3.5% |
| 4.4 | 14 | 3.5% |
| 3.9 | 14 | 3.5% |
| 3.8 | 14 | 3.5% |
| Other values (30) | 122 | |
| (Missing) | 88 |
| Value | Count | Frequency (%) |
| 2.5 | 2 | 0.5% |
| 2.7 | 1 | 0.2% |
| 2.8 | 1 | 0.2% |
| 2.9 | 3 | 0.8% |
| 3 | 2 | 0.5% |
| 3.2 | 3 | 0.8% |
| 3.3 | 3 | 0.8% |
| 3.4 | 5 | 1.2% |
| 3.5 | 30 | |
| 3.6 | 8 | 2.0% |
| Value | Count | Frequency (%) |
| 47 | 1 | 0.2% |
| 39 | 1 | 0.2% |
| 7.6 | 1 | 0.2% |
| 6.6 | 1 | 0.2% |
| 6.5 | 2 | |
| 6.4 | 1 | 0.2% |
| 6.3 | 3 | |
| 5.9 | 2 | |
| 5.8 | 2 | |
| 5.7 | 4 |
hemo
Real number (ℝ)
High correlation  Missing 
| Distinct | 115 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 52 |
| Missing (%) | 13.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.474713 |
| Minimum | 0 |
|---|---|
| Maximum | 17.8 |
| Zeros | 2 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.77 |
| Q1 | 10.3 |
| median | 12.65 |
| Q3 | 15 |
| 95-th percentile | 16.9 |
| Maximum | 17.8 |
| Range | 17.8 |
| Interquartile range (IQR) | 4.7 |
Descriptive statistics
| Standard deviation | 3.0408162 |
|---|---|
| Coefficient of variation (CV) | 0.24375842 |
| Kurtosis | 0.68993626 |
| Mean | 12.474713 |
| Median Absolute Deviation (MAD) | 2.35 |
| Skewness | -0.61412248 |
| Sum | 4341.2 |
| Variance | 9.2465633 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 16 | 4.0% |
| 10.9 | 8 | 2.0% |
| 13.6 | 7 | 1.8% |
| 13 | 7 | 1.8% |
| 9.8 | 7 | 1.8% |
| 11.1 | 7 | 1.8% |
| 10.3 | 6 | 1.5% |
| 11.3 | 6 | 1.5% |
| 13.9 | 6 | 1.5% |
| 12 | 6 | 1.5% |
| Other values (105) | 272 | |
| (Missing) | 52 | 13.0% |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 3.1 | 1 | |
| 4.8 | 1 | |
| 5.5 | 1 | |
| 5.8 | 1 | |
| 6 | 2 | |
| 6.1 | 1 | |
| 6.2 | 1 | |
| 6.3 | 1 | |
| 6.6 | 1 |
| Value | Count | Frequency (%) |
| 17.8 | 3 | |
| 17.7 | 1 | 0.2% |
| 17.6 | 1 | 0.2% |
| 17.5 | 1 | 0.2% |
| 17.4 | 2 | |
| 17.3 | 1 | 0.2% |
| 17.2 | 2 | |
| 17.1 | 2 | |
| 17 | 4 | |
| 16.9 | 2 |
pcv
Real number (ℝ)
High correlation 
| Distinct | 42 |
|---|---|
| Distinct (%) | 10.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.26 |
| Minimum | 9 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 34 |
| median | 41 |
| Q3 | 44 |
| 95-th percentile | 52 |
| Maximum | 54 |
| Range | 45 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.1911622 |
|---|---|
| Coefficient of variation (CV) | 0.20863887 |
| Kurtosis | 0.29614118 |
| Mean | 39.26 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.60605471 |
| Sum | 15704 |
| Variance | 67.095138 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 41 | 92 | |
| 52 | 21 | 5.2% |
| 44 | 19 | 4.8% |
| 48 | 19 | 4.8% |
| 40 | 16 | 4.0% |
| 43 | 15 | 3.8% |
| 45 | 13 | 3.2% |
| 42 | 13 | 3.2% |
| 33 | 12 | 3.0% |
| 50 | 12 | 3.0% |
| Other values (32) | 168 |
| Value | Count | Frequency (%) |
| 9 | 1 | 0.2% |
| 14 | 1 | 0.2% |
| 15 | 1 | 0.2% |
| 16 | 1 | 0.2% |
| 17 | 1 | 0.2% |
| 18 | 1 | 0.2% |
| 19 | 2 | |
| 20 | 1 | 0.2% |
| 21 | 1 | 0.2% |
| 22 | 3 |
| Value | Count | Frequency (%) |
| 54 | 4 | 1.0% |
| 53 | 4 | 1.0% |
| 52 | 21 | |
| 51 | 4 | 1.0% |
| 50 | 12 | |
| 49 | 4 | 1.0% |
| 48 | 19 | |
| 47 | 4 | 1.0% |
| 46 | 9 | |
| 45 | 13 |
wc
Real number (ℝ)
| Distinct | 89 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8775.5 |
| Minimum | 2200 |
|---|---|
| Maximum | 26400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 2200 |
|---|---|
| 5-th percentile | 4700 |
| Q1 | 6975 |
| median | 9450 |
| Q3 | 9800 |
| 95-th percentile | 12400 |
| Maximum | 26400 |
| Range | 24200 |
| Interquartile range (IQR) | 2825 |
Descriptive statistics
| Standard deviation | 2597.3091 |
|---|---|
| Coefficient of variation (CV) | 0.29597278 |
| Kurtosis | 7.1814226 |
| Mean | 8775.5 |
| Median Absolute Deviation (MAD) | 1250 |
| Skewness | 1.3413901 |
| Sum | 3510200 |
| Variance | 6746014.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9800 | 117 | |
| 6700 | 10 | 2.5% |
| 9200 | 9 | 2.2% |
| 9600 | 9 | 2.2% |
| 7200 | 9 | 2.2% |
| 6900 | 8 | 2.0% |
| 5800 | 8 | 2.0% |
| 11000 | 8 | 2.0% |
| 7800 | 7 | 1.8% |
| 7000 | 7 | 1.8% |
| Other values (79) | 208 |
| Value | Count | Frequency (%) |
| 2200 | 1 | 0.2% |
| 2600 | 1 | 0.2% |
| 3800 | 2 | 0.5% |
| 4100 | 1 | 0.2% |
| 4200 | 3 | |
| 4300 | 6 | |
| 4500 | 3 | |
| 4700 | 4 | |
| 4900 | 1 | 0.2% |
| 5000 | 5 |
| Value | Count | Frequency (%) |
| 26400 | 1 | |
| 21600 | 1 | |
| 19100 | 1 | |
| 18900 | 1 | |
| 16700 | 1 | |
| 16300 | 1 | |
| 15700 | 1 | |
| 15200 | 2 | |
| 14900 | 1 | |
| 14600 | 2 |
rc
Real number (ℝ)
High correlation 
| Distinct | 45 |
|---|---|
| Distinct (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.86875 |
| Minimum | 2.1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 2.1 |
|---|---|
| 5-th percentile | 3.2 |
| Q1 | 4.5 |
| median | 5.2 |
| Q3 | 5.2 |
| 95-th percentile | 6.105 |
| Maximum | 8 |
| Range | 5.9 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 0.87160638 |
|---|---|
| Coefficient of variation (CV) | 0.17902057 |
| Kurtosis | 0.85745008 |
| Mean | 4.86875 |
| Median Absolute Deviation (MAD) | 0.35 |
| Skewness | -0.70482162 |
| Sum | 1947.5 |
| Variance | 0.75969768 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.2 | 149 | |
| 4.5 | 16 | 4.0% |
| 4.9 | 14 | 3.5% |
| 4.7 | 11 | 2.8% |
| 5 | 10 | 2.5% |
| 3.9 | 10 | 2.5% |
| 4.8 | 10 | 2.5% |
| 4.6 | 9 | 2.2% |
| 3.4 | 9 | 2.2% |
| 5.9 | 8 | 2.0% |
| Other values (35) | 154 |
| Value | Count | Frequency (%) |
| 2.1 | 2 | |
| 2.3 | 1 | 0.2% |
| 2.4 | 1 | 0.2% |
| 2.5 | 2 | |
| 2.6 | 2 | |
| 2.7 | 2 | |
| 2.8 | 2 | |
| 2.9 | 2 | |
| 3 | 3 | |
| 3.1 | 2 |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.2% |
| 6.5 | 5 | |
| 6.4 | 5 | |
| 6.3 | 4 | |
| 6.2 | 5 | |
| 6.1 | 8 | |
| 6 | 4 | |
| 5.9 | 8 | |
| 5.8 | 7 | |
| 5.7 | 5 |
htn
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Memory size | 932.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| False | 251 | |
| True | 147 | |
| (Missing) | 2 | 0.5% |
dm
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Memory size | 932.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| False | 261 | |
| True | 137 | |
| (Missing) | 2 | 0.5% |
cad
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Memory size | 932.0 B |
| False | |
|---|---|
| True | 34 |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| False | 364 | |
| True | 34 | 8.5% |
| (Missing) | 2 | 0.5% |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | good |
|---|---|
| 2nd row | good |
| 3rd row | poor |
| 4th row | poor |
| 5th row | good |
Common Values
| Value | Count | Frequency (%) |
| good | 317 | |
| poor | 82 | 20.5% |
| (Missing) | 1 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| good | 317 | |
| poor | 82 | 20.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 798 | |
| g | 317 | 19.9% |
| d | 317 | 19.9% |
| p | 82 | 5.1% |
| r | 82 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1596 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 798 | |
| g | 317 | 19.9% |
| d | 317 | 19.9% |
| p | 82 | 5.1% |
| r | 82 | 5.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1596 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 798 | |
| g | 317 | 19.9% |
| d | 317 | 19.9% |
| p | 82 | 5.1% |
| r | 82 | 5.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1596 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 798 | |
| g | 317 | 19.9% |
| d | 317 | 19.9% |
| p | 82 | 5.1% |
| r | 82 | 5.1% |
| Value | Count | Frequency (%) |
| False | 323 | |
| True | 76 | 19.0% |
| (Missing) | 1 | 0.2% |
ane
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 932.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 1 |
| Value | Count | Frequency (%) |
| False | 339 | |
| True | 60 | 15.0% |
| (Missing) | 1 | 0.2% |
classification
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.3 KiB |
| ckd | |
|---|---|
| notckd |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 4.125 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ckd |
|---|---|
| 2nd row | ckd |
| 3rd row | ckd |
| 4th row | ckd |
| 5th row | ckd |
Common Values
| Value | Count | Frequency (%) |
| ckd | 250 | |
| notckd | 150 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ckd | 250 | |
| notckd | 150 |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 400 | |
| k | 400 | |
| d | 400 | |
| n | 150 | 9.1% |
| o | 150 | 9.1% |
| t | 150 | 9.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1650 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| c | 400 | |
| k | 400 | |
| d | 400 | |
| n | 150 | 9.1% |
| o | 150 | 9.1% |
| t | 150 | 9.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1650 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| c | 400 | |
| k | 400 | |
| d | 400 | |
| n | 150 | 9.1% |
| o | 150 | 9.1% |
| t | 150 | 9.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1650 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| c | 400 | |
| k | 400 | |
| d | 400 | |
| n | 150 | 9.1% |
| o | 150 | 9.1% |
| t | 150 | 9.1% |
Interactions
Correlations
| age | al | ane | appet | ba | bgr | bp | bu | cad | classification | dm | hemo | htn | id | pc | pcc | pcv | pe | pot | rbc | rc | sc | sg | sod | su | wc | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.000 | 0.213 | 0.127 | 0.129 | 0.073 | 0.299 | 0.120 | 0.309 | 0.208 | 0.349 | 0.367 | -0.222 | 0.392 | -0.217 | 0.133 | 0.180 | -0.268 | 0.116 | 0.072 | 0.064 | -0.212 | 0.350 | 0.088 | -0.134 | 0.281 | 0.166 |
| al | 0.213 | 1.000 | 0.344 | 0.377 | 0.410 | 0.372 | 0.187 | 0.495 | 0.332 | 0.726 | 0.458 | -0.684 | 0.549 | -0.611 | 0.588 | 0.453 | -0.613 | 0.474 | 0.053 | 0.533 | -0.398 | 0.641 | 0.287 | -0.534 | 0.358 | 0.244 |
| ane | 0.127 | 0.344 | 1.000 | 0.241 | 0.000 | 0.135 | 0.131 | 0.454 | 0.000 | 0.314 | 0.167 | 0.700 | 0.336 | 0.263 | 0.315 | 0.155 | 0.578 | 0.191 | 0.168 | 0.163 | 0.416 | 0.375 | 0.249 | 0.328 | 0.145 | 0.214 |
| appet | 0.129 | 0.377 | 0.241 | 1.000 | 0.125 | 0.250 | 0.146 | 0.265 | 0.135 | 0.383 | 0.313 | 0.423 | 0.333 | 0.397 | 0.303 | 0.171 | 0.350 | 0.406 | 0.075 | 0.262 | 0.377 | 0.141 | 0.274 | 0.240 | 0.257 | 0.235 |
| ba | 0.073 | 0.410 | 0.000 | 0.125 | 1.000 | 0.104 | 0.000 | 0.230 | 0.133 | 0.167 | 0.043 | 0.199 | 0.056 | 0.156 | 0.311 | 0.252 | 0.148 | 0.108 | 0.000 | 0.148 | 0.143 | 0.000 | 0.204 | 0.160 | 0.186 | 0.166 |
| bgr | 0.299 | 0.372 | 0.135 | 0.250 | 0.104 | 1.000 | 0.183 | 0.195 | 0.306 | 0.459 | 0.576 | -0.356 | 0.446 | -0.351 | 0.387 | 0.176 | -0.330 | 0.207 | 0.072 | 0.364 | -0.232 | 0.359 | 0.209 | -0.261 | 0.602 | 0.154 |
| bp | 0.120 | 0.187 | 0.131 | 0.146 | 0.000 | 0.183 | 1.000 | 0.185 | 0.098 | 0.231 | 0.148 | -0.267 | 0.245 | -0.231 | 0.119 | 0.000 | -0.257 | 0.063 | 0.097 | 0.183 | -0.196 | 0.299 | 0.103 | -0.133 | 0.219 | 0.055 |
| bu | 0.309 | 0.495 | 0.454 | 0.265 | 0.230 | 0.195 | 0.185 | 1.000 | 0.278 | 0.381 | 0.365 | -0.586 | 0.471 | -0.343 | 0.408 | 0.207 | -0.511 | 0.318 | 0.212 | 0.322 | -0.400 | 0.703 | 0.197 | -0.414 | 0.223 | 0.111 |
| cad | 0.208 | 0.332 | 0.000 | 0.135 | 0.133 | 0.306 | 0.098 | 0.278 | 1.000 | 0.220 | 0.256 | 0.250 | 0.312 | 0.188 | 0.194 | 0.165 | 0.300 | 0.152 | 0.000 | 0.161 | 0.325 | 0.143 | 0.158 | 0.211 | 0.382 | 0.000 |
| classification | 0.349 | 0.726 | 0.314 | 0.383 | 0.167 | 0.459 | 0.231 | 0.381 | 0.220 | 1.000 | 0.550 | 0.818 | 0.582 | 0.949 | 0.452 | 0.250 | 0.672 | 0.365 | 0.000 | 0.542 | 0.634 | 0.185 | 0.789 | 0.396 | 0.366 | 0.403 |
| dm | 0.367 | 0.458 | 0.167 | 0.313 | 0.043 | 0.576 | 0.148 | 0.365 | 0.256 | 0.550 | 1.000 | 0.505 | 0.600 | 0.527 | 0.289 | 0.145 | 0.452 | 0.296 | 0.016 | 0.321 | 0.432 | 0.179 | 0.450 | 0.301 | 0.549 | 0.157 |
| hemo | -0.222 | -0.684 | 0.700 | 0.423 | 0.199 | -0.356 | -0.267 | -0.586 | 0.250 | 0.818 | 0.505 | 1.000 | 0.589 | 0.686 | 0.561 | 0.368 | 0.826 | 0.445 | -0.064 | 0.477 | 0.544 | -0.721 | 0.321 | 0.511 | -0.307 | -0.242 |
| htn | 0.392 | 0.549 | 0.336 | 0.333 | 0.056 | 0.446 | 0.245 | 0.471 | 0.312 | 0.582 | 0.600 | 0.589 | 1.000 | 0.549 | 0.372 | 0.177 | 0.534 | 0.360 | 0.059 | 0.289 | 0.541 | 0.180 | 0.419 | 0.364 | 0.370 | 0.133 |
| id | -0.217 | -0.611 | 0.263 | 0.397 | 0.156 | -0.351 | -0.231 | -0.343 | 0.188 | 0.949 | 0.527 | 0.686 | 0.549 | 1.000 | 0.404 | 0.239 | 0.623 | 0.332 | -0.030 | 0.526 | 0.395 | -0.601 | 0.382 | 0.489 | -0.302 | -0.280 |
| pc | 0.133 | 0.588 | 0.315 | 0.303 | 0.311 | 0.387 | 0.119 | 0.408 | 0.194 | 0.452 | 0.289 | 0.561 | 0.372 | 0.404 | 1.000 | 0.501 | 0.461 | 0.403 | 0.185 | 0.410 | 0.439 | 0.241 | 0.385 | 0.345 | 0.222 | 0.227 |
| pcc | 0.180 | 0.453 | 0.155 | 0.171 | 0.252 | 0.176 | 0.000 | 0.207 | 0.165 | 0.250 | 0.145 | 0.368 | 0.177 | 0.239 | 0.501 | 1.000 | 0.328 | 0.077 | 0.000 | 0.069 | 0.243 | 0.000 | 0.284 | 0.261 | 0.197 | 0.226 |
| pcv | -0.268 | -0.613 | 0.578 | 0.350 | 0.148 | -0.330 | -0.257 | -0.511 | 0.300 | 0.672 | 0.452 | 0.826 | 0.534 | 0.623 | 0.461 | 0.328 | 1.000 | 0.351 | -0.123 | 0.413 | 0.565 | -0.665 | 0.287 | 0.485 | -0.286 | -0.228 |
| pe | 0.116 | 0.474 | 0.191 | 0.406 | 0.108 | 0.207 | 0.063 | 0.318 | 0.152 | 0.365 | 0.296 | 0.445 | 0.360 | 0.332 | 0.403 | 0.077 | 0.351 | 1.000 | 0.135 | 0.282 | 0.319 | 0.272 | 0.352 | 0.216 | 0.165 | 0.201 |
| pot | 0.072 | 0.053 | 0.168 | 0.075 | 0.000 | 0.072 | 0.097 | 0.212 | 0.000 | 0.000 | 0.016 | -0.064 | 0.059 | -0.030 | 0.185 | 0.000 | -0.123 | 0.135 | 1.000 | 0.000 | -0.084 | 0.129 | 0.039 | 0.021 | 0.055 | -0.071 |
| rbc | 0.064 | 0.533 | 0.163 | 0.262 | 0.148 | 0.364 | 0.183 | 0.322 | 0.161 | 0.542 | 0.321 | 0.477 | 0.289 | 0.526 | 0.410 | 0.069 | 0.413 | 0.282 | 0.000 | 1.000 | 0.298 | 0.209 | 0.435 | 0.292 | 0.213 | 0.261 |
| rc | -0.212 | -0.398 | 0.416 | 0.377 | 0.143 | -0.232 | -0.196 | -0.400 | 0.325 | 0.634 | 0.432 | 0.544 | 0.541 | 0.395 | 0.439 | 0.243 | 0.565 | 0.319 | -0.084 | 0.298 | 1.000 | -0.425 | 0.245 | 0.306 | -0.207 | -0.072 |
| sc | 0.350 | 0.641 | 0.375 | 0.141 | 0.000 | 0.359 | 0.299 | 0.703 | 0.143 | 0.185 | 0.179 | -0.721 | 0.180 | -0.601 | 0.241 | 0.000 | -0.665 | 0.272 | 0.129 | 0.209 | -0.425 | 1.000 | 0.139 | -0.497 | 0.356 | 0.209 |
| sg | 0.088 | 0.287 | 0.249 | 0.274 | 0.204 | 0.209 | 0.103 | 0.197 | 0.158 | 0.789 | 0.450 | 0.321 | 0.419 | 0.382 | 0.385 | 0.284 | 0.287 | 0.352 | 0.039 | 0.435 | 0.245 | 0.139 | 1.000 | 0.232 | 0.183 | 0.214 |
| sod | -0.134 | -0.534 | 0.328 | 0.240 | 0.160 | -0.261 | -0.133 | -0.414 | 0.211 | 0.396 | 0.301 | 0.511 | 0.364 | 0.489 | 0.345 | 0.261 | 0.485 | 0.216 | 0.021 | 0.292 | 0.306 | -0.497 | 0.232 | 1.000 | -0.229 | -0.043 |
| su | 0.281 | 0.358 | 0.145 | 0.257 | 0.186 | 0.602 | 0.219 | 0.223 | 0.382 | 0.366 | 0.549 | -0.307 | 0.370 | -0.302 | 0.222 | 0.197 | -0.286 | 0.165 | 0.055 | 0.213 | -0.207 | 0.356 | 0.183 | -0.229 | 1.000 | 0.223 |
| wc | 0.166 | 0.244 | 0.214 | 0.235 | 0.166 | 0.154 | 0.055 | 0.111 | 0.000 | 0.403 | 0.157 | -0.242 | 0.133 | -0.280 | 0.227 | 0.226 | -0.228 | 0.201 | -0.071 | 0.261 | -0.072 | 0.209 | 0.214 | -0.043 | 0.223 | 1.000 |
Missing values
Sample
| id | age | bp | sg | al | su | rbc | pc | pcc | ba | bgr | bu | sc | sod | pot | hemo | pcv | wc | rc | htn | dm | cad | appet | pe | ane | classification | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.0 | 48.0 | 80.0 | 1.020 | 1.0 | 0.0 | NaN | normal | notpresent | notpresent | 121.0 | 36.0 | 1.2 | NaN | NaN | 15.4 | 44 | 7800 | 5.2 | yes | yes | no | good | no | no | ckd |
| 1 | 1.0 | 7.0 | 50.0 | 1.020 | 4.0 | 0.0 | NaN | normal | notpresent | notpresent | NaN | 18.0 | 0.8 | NaN | NaN | 11.3 | 38 | 6000 | 5.2 | no | no | no | good | no | no | ckd |
| 2 | 2.0 | 62.0 | 80.0 | 1.010 | 2.0 | 3.0 | normal | normal | notpresent | notpresent | 423.0 | 53.0 | 1.8 | NaN | NaN | 9.6 | 31 | 7500 | 5.2 | no | yes | no | poor | no | yes | ckd |
| 3 | 3.0 | 48.0 | 70.0 | 1.005 | 4.0 | 0.0 | normal | abnormal | present | notpresent | 117.0 | 56.0 | 3.8 | 111.0 | 2.5 | 11.2 | 32 | 6700 | 3.9 | yes | no | no | poor | yes | yes | ckd |
| 4 | 4.0 | 51.0 | 0.0 | 1.010 | 2.0 | 0.0 | normal | normal | notpresent | notpresent | 106.0 | 26.0 | 1.4 | NaN | NaN | 11.6 | 35 | 7300 | 4.6 | no | no | no | good | no | no | ckd |
| 5 | 5.0 | 60.0 | 90.0 | 1.015 | 3.0 | 0.0 | NaN | NaN | notpresent | notpresent | 74.0 | 25.0 | 1.1 | 142.0 | 3.2 | 12.2 | 39 | 7800 | 4.4 | yes | yes | no | good | yes | no | ckd |
| 6 | 6.0 | 68.0 | 70.0 | 1.010 | 0.0 | 0.0 | NaN | normal | notpresent | notpresent | 100.0 | 54.0 | 24.0 | 104.0 | 4.0 | 12.4 | 36 | 9800 | 5.2 | no | no | no | good | no | no | ckd |
| 7 | 7.0 | 24.0 | NaN | 1.015 | 2.0 | 4.0 | normal | abnormal | notpresent | notpresent | 410.0 | 31.0 | 1.1 | NaN | NaN | 0.0 | 44 | 6900 | 5.0 | no | yes | no | good | yes | no | ckd |
| 8 | 8.0 | 52.0 | 100.0 | 1.015 | 3.0 | 0.0 | normal | abnormal | present | notpresent | 138.0 | 60.0 | 1.9 | NaN | NaN | 10.8 | 33 | 9600 | 4.0 | yes | yes | no | good | no | yes | ckd |
| 9 | 9.0 | 53.0 | 90.0 | 1.020 | 2.0 | 0.0 | abnormal | abnormal | present | notpresent | 70.0 | 107.0 | 7.2 | 114.0 | 3.7 | 9.5 | 29 | 12100 | 3.7 | yes | yes | no | poor | no | yes | ckd |
| id | age | bp | sg | al | su | rbc | pc | pcc | ba | bgr | bu | sc | sod | pot | hemo | pcv | wc | rc | htn | dm | cad | appet | pe | ane | classification | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 390 | 390.0 | 52.0 | 80.0 | 1.025 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 99.0 | 25.0 | 0.8 | 135.0 | 3.7 | 15.0 | 52 | 6300 | 5.3 | no | no | no | good | no | no | notckd |
| 391 | 391.0 | 36.0 | 80.0 | 1.025 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 85.0 | 16.0 | 1.1 | 142.0 | 4.1 | 15.6 | 44 | 5800 | 6.3 | no | no | no | good | no | no | notckd |
| 392 | 392.0 | 57.0 | 80.0 | 1.020 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 133.0 | 48.0 | 1.2 | 147.0 | 4.3 | 14.8 | 46 | 6600 | 5.5 | no | no | no | good | no | no | notckd |
| 393 | 393.0 | 43.0 | 60.0 | 1.025 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 117.0 | 45.0 | 0.7 | 141.0 | 4.4 | 13.0 | 54 | 7400 | 5.4 | no | no | no | good | no | no | notckd |
| 394 | 394.0 | 50.0 | 80.0 | 1.020 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 137.0 | 46.0 | 0.8 | 139.0 | 5.0 | 14.1 | 45 | 9500 | 4.6 | no | no | no | good | no | no | notckd |
| 395 | 395.0 | 55.0 | 80.0 | 1.020 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 140.0 | 49.0 | 0.5 | 150.0 | 4.9 | 15.7 | 47 | 6700 | 4.9 | no | no | no | good | no | no | notckd |
| 396 | 396.0 | 42.0 | 70.0 | 1.025 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 75.0 | 31.0 | 1.2 | 141.0 | 3.5 | 16.5 | 54 | 7800 | 6.2 | no | no | no | good | no | no | notckd |
| 397 | 397.0 | 12.0 | 80.0 | 1.020 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 100.0 | 26.0 | 0.6 | 137.0 | 4.4 | 15.8 | 49 | 6600 | 5.4 | no | no | no | good | no | no | notckd |
| 398 | 398.0 | 17.0 | 60.0 | 1.025 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 114.0 | 50.0 | 1.0 | 135.0 | 4.9 | 14.2 | 51 | 7200 | 5.9 | no | no | no | good | no | no | notckd |
| 399 | 399.0 | 58.0 | 80.0 | 1.025 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 131.0 | 18.0 | 1.1 | 141.0 | 3.5 | 15.8 | 53 | 6800 | 6.1 | no | no | no | good | no | no | notckd |